{"id":"https://openalex.org/W2914720604","doi":"https://doi.org/10.1109/ecticon.2018.8619888","title":"Effects of SNR on removing ECG noise from EMG signal using DSWT","display_name":"Effects of SNR on removing ECG noise from EMG signal using DSWT","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2914720604","doi":"https://doi.org/10.1109/ecticon.2018.8619888","mag":"2914720604"},"language":"en","primary_location":{"id":"doi:10.1109/ecticon.2018.8619888","doi":"https://doi.org/10.1109/ecticon.2018.8619888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecticon.2018.8619888","pdf_url":null,"source":{"id":"https://openalex.org/S4363608142","display_name":"International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045102939","display_name":"Thandar Oo","orcid":"https://orcid.org/0000-0002-4226-0965","observed_orcids":["https://orcid.org/0000-0002-4226-0965"]},"institutions":[{"id":"https://openalex.org/I131868736","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84","country_code":"TH","type":"education","lineage":["https://openalex.org/I131868736"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Thandar Oo","raw_affiliation_strings":["Department of Electrical Engineering, Prince of Songkla University, Hat Yai, Songkhla, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Prince of Songkla University, Hat Yai, Songkhla, Thailand","institution_ids":["https://openalex.org/I131868736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058285390","display_name":"Pornchai Phukpattaranont","orcid":"https://orcid.org/0000-0003-0885-0176","observed_orcids":["https://orcid.org/0000-0003-0885-0176"]},"institutions":[{"id":"https://openalex.org/I131868736","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84","country_code":"TH","type":"education","lineage":["https://openalex.org/I131868736"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pornchai Phukpattaranont","raw_affiliation_strings":["Department of Electrical Engineering, Prince of Songkla University, Hat Yai, Songkhla, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Prince of Songkla University, Hat Yai, Songkhla, Thailand","institution_ids":["https://openalex.org/I131868736"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028775880","display_name":"Prapakorn Klabklay","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I131868736","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84","country_code":"TH","type":"education","lineage":["https://openalex.org/I131868736"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Prapakorn Klabklay","raw_affiliation_strings":["Department of Orthopaedic Surgery and Physical Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery and Physical Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand","institution_ids":["https://openalex.org/I131868736"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131868736"],"apc_list":null,"apc_paid":null,"fwci":0.8942,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65360703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"253","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.5083000063896179,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.5083000063896179,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.4381999969482422,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.014600000344216824,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/emg-signal-denoising","display_name":"EMG signal denoising","score":0.8949999809265137},{"id":"https://openalex.org/keywords/stationary-wavelet-transform","display_name":"stationary wavelet transform","score":0.9679999947547913},{"id":"https://openalex.org/keywords/wavelet-thresholding","display_name":"wavelet thresholding","score":0.8830000162124634},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"signal-to-noise ratio","score":0.8880000114440918}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.7262461185455322},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6972335577011108},{"id":"https://openalex.org/C523889960","wikidata":"https://www.wikidata.org/wiki/Q160695","display_name":"Torso","level":2,"score":0.6966619491577148},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6142730712890625},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5397596955299377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5238773226737976},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5061156153678894},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.49606308341026306},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.4949581027030945},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.48343026638031006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4663117825984955},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.417418509721756},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3740834891796112},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.369926393032074},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13916414976119995},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10216119885444641},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.081805020570755},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecticon.2018.8619888","doi":"https://doi.org/10.1109/ecticon.2018.8619888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecticon.2018.8619888","pdf_url":null,"source":{"id":"https://openalex.org/S4363608142","display_name":"International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W102077510","https://openalex.org/W629053621","https://openalex.org/W1472915310","https://openalex.org/W1994262198","https://openalex.org/W2002499457","https://openalex.org/W2012300725","https://openalex.org/W2036212646","https://openalex.org/W2039449372","https://openalex.org/W2039488821","https://openalex.org/W2044628302","https://openalex.org/W2086973807","https://openalex.org/W2106526692","https://openalex.org/W2157158609","https://openalex.org/W2177309137"],"related_works":["https://openalex.org/W2956901978","https://openalex.org/W7097616658","https://openalex.org/W2535448969","https://openalex.org/W2169069183","https://openalex.org/W2163021136","https://openalex.org/W2332438943","https://openalex.org/W4413885284","https://openalex.org/W2388210536","https://openalex.org/W2089190244","https://openalex.org/W2391877174"],"abstract_inverted_index":{"The":[0,140],"electromyography":[1],"(EMG)":[2],"signal":[3,23,38,48,66,153],"records":[4],"the":[5,10,17,20,25,31,36,44,46,52,58,64,71,82,101,105,114,132,144,150,156,177],"electrical":[6,26],"potential":[7,27],"difference":[8,28],"across":[9,29],"skeletal":[11],"muscle":[12],"in":[13,43,94,136],"every":[14],"part":[15],"of":[16,117,168],"body":[18],"whereas":[19],"electrocardiography":[21],"(ECG)":[22],"measures":[24],"only":[30],"heart.":[32],"For":[33],"example,":[34],"when":[35],"EMG":[37,59,65,107,152],"is":[39,147,174],"collected":[40],"from":[41,51,104,149],"muscles":[42],"torso,":[45],"ECG":[47,72,102,145],"coming":[49],"up":[50],"heart":[53],"activity":[54],"can":[55,67],"interfere":[56],"with":[57,70],"signal.":[60,108],"In":[61,77],"this":[62,78,127],"way,":[63],"be":[68],"contaminated":[69,106,151],"interference":[73,103,146],"during":[74],"data":[75],"collection.":[76],"paper,":[79],"we":[80],"propose":[81],"improved":[83],"optimal":[84,133,157],"thresholding":[85,159,179],"method":[86,129,160],"based":[87,161],"on":[88,162],"discrete":[89],"stationary":[90],"wavelet":[91,158],"transform":[92],"(DSWT)":[93],"various":[95,165],"5-level":[96],"SNR":[97,137],"used":[98],"for":[99,126],"removing":[100],"No":[109],"prior":[110],"studies":[111],"have":[112],"evaluated":[113],"performance":[115],"evaluation":[116],"mean":[118],"absolute":[119],"error":[120],"(MAE)":[121],"and":[122],"correlation":[123],"coefficient":[124],"(CC)":[125],"proposed":[128,171],"to":[130],"estimate":[131],"threshold":[134],"value":[135],"5":[138,166],"levels.":[139],"results":[141],"show":[142],"that":[143],"removed":[148],"by":[154],"using":[155],"DSWT":[163],"at":[164],"levels":[167],"SNR.":[169],"A":[170],"removal":[172],"technique":[173],"better":[175],"than":[176],"traditional":[178],"method.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-02-21T00:00:00"}
